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LongShort by Cointegration

Be aware that standard parameters are not a recommendated inputs! You should analyze and determine your own parameters for Long&Short trades!

Long & Short Based on Cointegration

Statistical and Quantitative Long-Short (Pair Trading) approach for long and short positions. Your CPU will always be safe and stable when using Multiple Linear Regression if you have a reliable Expert Advisor.

Based on the results of this indicator, you can execute a long and short or a long and long/short and short trade between two separate assets. It can show you a Highly informative dashboard based on Cointegration Search you determine in parameters, with all statistical data for your best Approach!

The Expert Advisor determines whether or not the pair is cointegrated by running a number of statistical tests comparing the assets. Be mindful that whereas BxA may not exhibit cointegration, pair AxB may be. You can determine whether AxB and BxA are cointegrated to get good trading results!


Recommended Usage Techniques

(a) Check if the pairs are cointegrate by the ADF test (Augmented Dickey Fuller test). 0% means the pairs are not cointegrating. 90% and 99% mean cointegration (Greater is better).
(b) Check if beta is positive or negative and pairwise correlation. BetaRotation is shown in the magenta line drawn by this indicator.
If beta is positive, check that all correlations are positive (correlations > 0% | min > 0% | max > 0%).
If beta is negative, check if all correlations are negative (correlation < 0% | min < 0% | max < 0%).

If the beta is positive and the correlation is greater than 0 (zero), then you may have a long-short situation:
When the residual line (yellow) reaches the upper band, sell the primary asset and buy the secondary asset (expect a normal reversal).

Once the residual line (yellow) reaches the lower band, buy the main asset and sell the secondary asset (expect reversal of normalcy).

Negative betas and correlations below 0 (zero) can lead to long-long or short-short situations:
Sell ​​the major and secondary Assets when the residual line (yellow) reaches the upper band (anticipate a normal reversal).

Buy ​​the major and secondary Assets when the residual line (yellow) reaches the lower band (anticipate a normal reversal).

Lot Size Ratio
The lot size ratio is determined by Beta or BetaRotation (you need to decide which one is right for you). To find the secondary asset lot size, simply multiply the primary asset lot by the beta.

If beta 0.5 and primary lot = 10, the secondary lot size will be 5. Given the lot size of the main asset, the indicator helps in this calculation.


Parameter list

Second symbol: Second Asset
Opposite Analisys: if "true", the indicator will perform full analisys of B x A
Lot Size: The Lot Size you want to trade with. Indicator will show your the lot size for main and secondary asset
Regression Candles: How many candles to run the Regressions and tests
Regression Type: Regression type, Simple or Multiple(with trend)
Regression Data: Data to run regression and tests. Prices or Percentage (Strong suggestion for Prices usage)
Beta Rotation Candles: How many candles to analize and determine the BetaRotation method
Index Data Type: You can choose between using raw data or Z-Score (Standardized data)
Deviation first line: Standard deviations to plot first line
Deviation second line: Standard deviations to plot second line
Lag-1: The indicator will not include current data in Regression Tests
Save CPU: Choose between running tests based ond Regression Period or All the Candles
Show Panel: Dashboard with a complete analisys based on Cointegration Search Parameters
Beginning: Number of candles for regression to begin search with
Step Size: Number of candles to add in next regression search
Total Steps: Number of steps of adding candles in regression search


If you face any doubts, feel free to message me!


Have good trades!


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Ti sei mai chiesto perché la maggior parte degli esperti consulenti non è efficace nel trading reale, nonostante la loro perfetta performance nei backtest? La risposta più probabile è Over-fitting. Molti EA vengono creati per 'imparare' e adattarsi perfettamente ai dati storici disponibili, ma falliscono nel prevedere il futuro a causa di una mancanza di generalizzabilità nel modello costruito. Alcuni sviluppatori semplicemente non conoscono l'esistenza del Over-fitting, o ne sono a conoscenza
RangeMaster FX MT5
Chen Jia Qi
5 (2)
Experts
EA Introduction The EA we have carefully crafted was previously an internal proprietary stable strategy tool. It focuses on capturing market patterns specific to time zones, standing out with high-frequency orders and a robust win rate, suitable for flexible traders with small capital. Whether from backtesting or live trading perspectives, it has demonstrated excellent stability, making it particularly suitable for users who wish to gradually accumulate profits in the forex market. We speak wi
The Gold Reaper MT5
Profalgo Limited
4.28 (74)
Experts
PUNTELLO AZIENDA PRONTO!   (   scarica SETFILE   ) PROMOZIONE LANCIO: Sono rimaste solo poche copie al prezzo attuale! Prezzo finale: 990$ Ottieni 1 EA gratis (per 2 account commerciali) -> contattami dopo l'acquisto Ultimate Combo Deal   ->   click here JOIN PUBLIC GROUP:   Click here New V2.2 Live Signal Old Live Signal Benvenuti al Mietitore d'Oro! Basato sul Goldtrade Pro di grande successo, questo EA è stato progettato per funzionare su più intervalli di tempo contemporaneamente e ha l
Dark Algo MT5
Marco Solito
4.97 (60)
Experts
Last copy at 399$ -> next price 499$ Dark Algo  is a fully automatic Expert Advisor for   Scalping   Trading on   Eurusd . This Expert Advisor is based on the latest generation of   algorithm  and is highly customizable to suit your trading needs. If you   Buy this Expert   Advisor you can   write a feedback   at market and   get   a second EA for   Free , for More info contact me The basic strategy of this EA is built on a sophisticated   algorithm  that allows it to   identify   and   follow m
AI NoX EA MT5
Denis Kurnev
4.38 (13)
Experts
AI NoX EA is an innovative Forex expert advisor that combines advanced neural networks technologies with high-volume trading and Matrix factorisation .The advisor uses complex algorithms to decompose large sets of market data, uncovering hidden patterns and correlations between various financial instruments. Details about Advisor Development Configuring the Advisor The price of the advisor will increase significantly as I have allocated a specific number of copies. I will adjust the price as sal
CyBRG RX
Arseny Potyekhin
4.45 (11)
Experts
Presentazione di CyBRG RX: L'assistente di trading di nuova generazione Entra nel futuro del trading con CyBRG RX, il tuo compagno di trading all'avanguardia progettato per migliorare la tua esperienza di trading. Sfruttando la potenza delle reti neurali avanzate, CyBRG RX è progettato per analizzare e adattarsi alle condizioni di mercato in continua evoluzione con una precisione senza pari. Segnali:   Segnale dal vivo 1 Segnale dal vivo 2 Poiché questa strategia è così unica, voglio
Gold GPU
Maksim Dmitriev
2.63 (8)
Experts
Offerta speciale, prezzo di 3 giorni $280   Dopo la vendita di 8 copie, il prezzo aumenterà (1 rimasta).   Prezzo regolare: $540   Prezzo scontato (offerta a tempo limitato): $380 Se hai domande, non esitare a inviarmi un messaggio privato: https ://www.mql5 .com /en /users /abudabi (invia messaggio) Panoramica      Consulente Esperto di Trend     Utilizza l'intelligenza artificiale per riconoscere le tendenze del mercato.     È stato testato per oltre 10 anni utilizzando dati reali e
The Infinity EA MT5
Abhimanyu Hans
5 (3)
Experts
Tecnologia basata sull'intelligenza artificiale con ChatGPT Turbo Infinity EA è un Expert Advisor di trading avanzato progettato per GBPUSD e XAUUSD. Si concentra su sicurezza, rendimenti costanti e redditività infinita. A differenza di molti altri EA, che si basano su strategie ad alto rischio come martingala o trading a griglia. Infinity EA impiega una strategia di scalping disciplinata e redditizia basata su reti neurali integrate su apprendimento automatico, tecnologia basata su intelligenz
Aura Neuron MT5
Stanislav Tomilov
5 (3)
Experts
Aura Neuron è un Expert Advisor distintivo che continua la serie di sistemi di trading Aura. Sfruttando reti neurali avanzate e strategie di trading classiche all'avanguardia, Aura Neuron offre un approccio innovativo con eccellenti prestazioni potenziali. Completamente automatizzato, questo Expert Advisor è progettato per negoziare coppie di valute come EURUSD e XAUUSD (GOLD). Ha dimostrato una stabilità costante su queste coppie dal 1999 al 2023. Il sistema evita pericolose tecniche di gestion
Gold Trade Pro MT5
Profalgo Limited
4.27 (33)
Experts
Promo lancio! Sono rimaste solo poche copie a 449$! Prossimo prezzo: 599$ Prezzo finale: 999$ Ottieni 1 EA gratis (per 2 account commerciali) -> contattami dopo l'acquisto Ultimate Combo Deal   ->   click here Live signal:   https://www.mql5.com/en/signals/2084890 Live Signal high risk :  https://www.mql5.com/en/signals/2242498 Live Signal Set Prop Firm Set File JOIN PUBLIC GROUP:   Click here Parameter overview Gold Trade Pro si unisce al club degli EA che commerciano oro, ma con una
Index Sniper Pro MT5
Sachin Gautam
5 (8)
Experts
Introducing  Index Sniper Pro EA . It is a Fully Automatic Index US30 and S&P500(US500) System trading early US Open. No  Martingale,  No  Grid , No Averaging, No AI *******NEW FEATURES******* NAS100 Set File - WIP S&P500 Set File - Released  *******NEW FEATURE******* Buy only and Sell only Settings - Released Individual TSL and SL settings for Buy and Sell Orders - Released Current Price: $349--> (Next price $499) Live signal: With Default Settings on US30 and S&P500(US500) symbol https
Golden Burger AI
Karthik Gopalakirshnan
5 (1)
Experts
FEW COPIES AVAILABLE FOR 417$.NEXT PRICE WILL BE 999$ SIGNAL PAGE -  https://www.mql5.com/en/signals/2241170?source=Site+Signals+My USE RAW,ECN,OR ZERO ACCOUNT FOR BETTER TRADING EXPERIANCE Golden Burger EA: Advanced Trading for XAUUSD Overview: The Golden Burger EA is a sophisticated trading robot designed to trade Gold (XAUUSD) on a 30-minute chart. Engineered with precision and tested extensively, this EA is optimized for high-performance trading on various account types, including Raw, ECN,
Altri dall’autore
Donchian Pro
Paulo Henrique Faquineli Garcia
5 (3)
Indicatori
The Donchian Channel Channels are among the most popular tools of technical analysis, as they visually convey to the analyst the limits within which most price movement tends to occur. Channel users know that valuable information can be obtained at any time, whether prices are in the central region of a band or close to one of the border lines. One of the best known techniques to explore these concepts is Bollinger Bands. However, John Bollinger was not the only one to research the applicatio
FREE
Midas VWAP
Paulo Henrique Faquineli Garcia
4 (1)
Indicatori
Volume Weighted Average Price (VWAP) is a trading benchmark commonly used by Big Players that gives the average price a Symbol has traded throughout the day. It is based on both Volume and price. This indicator contains Daily VWAP and MIDAS' VWAP, which means you are able to anchor the beggining of MIDAS' calculations and, therefore you will be able to use this methodology to study price versus volume moves after anchor point. You will be able to anchor up to 3 HIGH MIDAS VWAP's and 3 LOW. Wis
FREE
VolumeFlow
Paulo Henrique Faquineli Garcia
5 (2)
Indicatori
VolumeFlow is a Volume Accumulation / Distribution tracking indicator. It works in a similar way to OBV, but it is much more refined and includes the options to use: Classical Approach = OBV; Useful Volume Approach; Gail Mercer's approach; Input Parameters: Input Parameters: Approach Type: Explained above; Volume Type: Real or Ticks; Recommendations: Remember: The TOPs or BOTTONS left by the indicator are good Trade Location points. This is because the players who were "stuck" in these regions w
FREE
VolProfile PRO
Paulo Henrique Faquineli Garcia
Indicatori
For those who need a Volume Profile / Market Profile indicator, here is the solution! It contains the essential information: Control Point (POC); Higher Value Area (VAH); Lower Value Area (VAL); You can choose to SHOW or NOT SHOW the volume Histogram, according to your wish. If you choose to show the histogram, note that according to the type of asset, it is necessary to adjust the scale of the indicator (last parameter of the indicator). You can also choose from the data source of your h
Rejection Zones
Paulo Henrique Faquineli Garcia
Indicatori
Este poderoso indicador analisa o gráfico e mostra zonas de Rejeição de Preços! Isto é, locais onde o preço foi, mas não foi aceito pelo mercado! A visualização desta zona de Rejeição, facilita o entendimento do trader na tomada de decisões de onde operar e como operar! O indicador é composto por 4 linhas, sendo classificadas em 2 grupos: Linhas Vermelha e Amarela: Denotam os extremos onde o preço conseguiu chegar, mas não foi aceito! Linhas Laranja e Azul: A partir delas, denotam o Início da
FREE
ColoredMA
Paulo Henrique Faquineli Garcia
4.5 (2)
Indicatori
Média Móvel que possui todos tipos de Cálculo comum: Simples Exponencial Suavizada Ponderada Conta com suporte para aplicação sob outros indicadores! Seu principal diferencial é o esquema de cores em GRADIENTE que, de acordo com a mudança no ângulo da média, altera suas cores conforme demonstrado nas imagens abaixo. Com isso, espera-se que o usuário tenha uma percepção mais suavizada das pequenas alterações. Bons trades!!
FREE
VWAPBands
Paulo Henrique Faquineli Garcia
Indicatori
This indicator calculates the Daily VWAP and projects its Bands in 3 upper levels and 3 lower levels (Supports and Resistances), offset by the Standard Deviation selected by the user. How to configure: Choose the symbol and the desired graphic time; Choose the type of price that is most suitable to calculate the Desired VWAP; Choose whether or not you want the Bands to be plotted; Choose the type of Volume you want to use (Ticks or Real); Choose the type of Calculation of the Bands (Deviation
EchoCardiogram
Paulo Henrique Faquineli Garcia
Indicatori
This indicator allows you to monitor and correlate several assets simultaneously. Using an operational reading technique applied in Multimarkets, the user is able to observe the behavior of other assets visible to the current asset that is operating. With this, the user's ability to make decisions becomes more robust and grounded. The indicator has the capacity to list up to 4 assets, with the possibility, also, to change the type of quote and be used both for the current price and the past p
Will Spread
Paulo Henrique Faquineli Garcia
Indicatori
The Larry Wiliams' indicator named WillSpread considers the influence of the secondary Asset (Symbol) on the current Asset (trading). Indicator essence is to transform the correlation between assets in accumulated history data, providing an opportunity to detect various peculiarities and patterns in price dynamics which are invisible to the naked eye. Based on this information, traders can assume further price movement and adjust their strategy accordingly. As exposed on his Book, Larry says: "a
VolumeCapacitor
Paulo Henrique Faquineli Garcia
Indicatori
Designed by Fábio Trevisan, VolumeCapacitor is an indicator that, in addition to showing the volume quantity, shows its direction, having as main characteristic, the possible price tops and bottoms, or pullback areas. With its simple but not simplistic calculation method, it is able to determine areas where the defense of long and short positions can be assessed with a simple observation. VolumeCapacitor uses in its unique formula the OBV (Balance of Volume, or On-Balance Volume) idealized by J
BigPlayerBars
Paulo Henrique Faquineli Garcia
Indicatori
Se você já ouviu falar do Método de  Wyckoff, Análise de dispersão de volume, etc., com certeza chegou até aqui para buscar o indicador que lhe faltava!! Nosso indicador é capaz de lhe mostrar a dispersão de volume negociado pelos grandes players durante todo o período de negociação! E o grande diferencial deste tipo de abordagem é a capacidade que este indicador possui de lhe mostrar onde está armado o "ACAMPAMENTO" dos BigPlayers e, assim, tirar o melhor proveito em seus trades, entrando jun
Renko Ultimate
Paulo Henrique Faquineli Garcia
3.5 (2)
Indicatori
This indicator creates the perfect RENKO for you to work with timeless types of Candles! Due to RENKO characteristics of timeless, the indicator adjusts trading arrows (otherwise they would be lost) and leaves them exactly where the negotiation occurred in Renko Candles! In addition, this indicator shows exactly the division between days, in order to make it clear to user where each trading session started and ended! Important details: The automatically generated RENKO has an accuracy of up t
ATR SuperTrend
Paulo Henrique Faquineli Garcia
Indicatori
A ‘Supertrend’ indicator is one, which can give you precise buy or sell signal in a trending market.  As the name suggests, ‘Supertrend’ is a trend-following indicator just like moving averages and MACD (moving average convergence divergence). It is plotted on prices and their placement indicates the current trend. The Supertrend indicator is a trend following overlay on your trading chart, much like a moving average, that shows you the current trend direction. The indicator works well in a tren
SuperRenko
Paulo Henrique Faquineli Garcia
Indicatori
This indicator creates the perfect RENKO for you to work with timeless types of Candles! Due to RENKO characteristics of timeless, the indicator adjusts trading arrows (otherwise they would be lost) and leaves them exactly where the negotiation occurred in Renko Candles! In addition, this indicator shows exactly the division between days, in order to make it clear to user where each trading session started and ended! Furthermore, the following indicators were added, giving you bigger analysis p
Volume Waves
Paulo Henrique Faquineli Garcia
Indicatori
One of the best tools for analyzing volume, Weis Wave was devised by David Weis to facilitate reading the directional flow. For the disciples of the Wyckoff method, this means an evolution, facilitating a predictive reading of the market, always looking for Accumulation and Distribution zones for traded assets. For better understanding, in this indicator we try to cover every reading of EFFORT (traded volume) versus RESULT (price change). Thus, you can apply the indicator on the chart twice
Auto Midas VWAP
Paulo Henrique Faquineli Garcia
Indicatori
AUTO MIDAS VWAP Volume Weighted Average Price (VWAP) is a trading benchmark commonly used by Big Players that gives the average price a Symbol has traded throughout the day. It is based on both Volume and price. Commonly, MIDAS VWAP damand you to determine the initial point of analysis. This indicator plots automatically based on ZigZag Approach. You will be able to use up to 3 HIGH MIDAS VWAP's and 3 LOW MIDAS VWAP's. Wish the best trade results!!
LongShort Cointegration
Paulo Henrique Faquineli Garcia
Indicatori
Long & Short Based on Cointegration Statistical and Quantitative Long-Short (Pair Trading) approach for long and short positions. Your CPU will always be safe and stable when using Multiple Linear Regression if you have a reliable indicator. Based on the results of this indicator, you can execute a long and short or a long and long/short and short trade between two separate assets. It can show you a Highly informative dashboard based on Cointegration Search you determine, with all statistical d
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